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基于AI的无线空口技术研究

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针对现有无线通信系统中空口传输性能损失等问题,分析了基于人工智能(AI)技术的无线空口技术方案,给出了空口AI典型用例的模型方案及部分算力需求,并对AI在无线空口中应用的效果和挑战进行了梳理.随着AI技术的不断发展,AI模型算法已在通信系统得到了广泛应用,空口AI的研究是实现6G网络智能内生的重要方向,将为下一代移动通信系统的设计及性能提升提供更多可能.
Research on Air Interface Technology Based on AI
Regarding to the problems of the loss of air interface transmission performance in the existing wireless communication system,the wireless air interface technology scheme based on artificial intelligence(AI)is analyzed.The model scheme of typical use cases of air interface AI and some computing power requirements are given,and the effects and challenges of AI application in wireless air interface are sorted out.With the continuous development of AI technology,AI model algorithms have been widely used in communication systems.The research of air interface AI is an important direction to realize the native intelligence of 6G networks,which will provide more possibilities for the design and performance exceeding of next-generation mobile communication systems.

Wireless networksArtificial intelligenceAir interface technology

李露、李福昌、张犇、张忠平、刘永

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中国联通研究院,北京 100048

中国联通天津分公司,天津 300140

无线网络 人工智能 空口技术

2024

邮电设计技术
中讯邮电咨询设计院有限公司

邮电设计技术

影响因子:0.647
ISSN:1007-3043
年,卷(期):2024.(7)
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